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Run events

Runs produce structured events for:
  • Step starts
  • Tool calls
  • Model output
  • Approvals
  • Errors
  • Token usage

Audit

Action plans and decisions are kept in the audit path: the frozen plan, approvals, rejections, requested changes, reminders, escalation, execution and results. See Actions and approvals.

Telemetry export

The deployment supports structured telemetry, OpenTelemetry, and Vector-based delivery of logs and events.
Last modified on October 1, 2026